MLOps-Basics is a collection of implementation guides and blueprints for automating the machine learning lifecycle. It provides practical workflows for managing the transition of models from training to production deployment, focusing on the integration of operational tools into the machine learning pipeline. The project features specific architectural patterns for deploying containerized models using serverless infrastructure and cloud registries. It includes frameworks for tracking large datasets and model artifacts via remote storage, as well as guides for converting models into standardiz
Drone is a container-based continuous integration and delivery platform, source control management system, and artifact registry. It functions as a hosted workspace provider for cloud-based developer environments and a system for hosting and versioning code repositories. The platform executes build and deployment pipelines within isolated containers, using declarative configurations to automate software delivery. It includes a centralized registry for managing and versioning compiled binaries and build outputs to ensure consistent deployments across environments. The system covers a broad ca
Defang CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on your favorite cloud in minutes.
Captain - Convert your Git workflow to Docker :whale: containers
The main features of harbur/captain are: CI/CD Pipelines.
Open-source alternatives to harbur/captain include: graviraja/mlops-basics — MLOps-Basics is a collection of implementation guides and blueprints for automating the machine learning lifecycle. It… defanglabs/defang — Defang CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on… drone/drone — Drone is a container-based continuous integration and delivery platform, source control management system, and… en/actions. jenkinsci/docker-plugin — Jenkins cloud plugin that uses Docker. kraken-ci/kraken — Kraken CI is a continuous integration and testing system.